A Genetic Algorithm Approach for Sensorless Speed Estimation by using Rotor Slot Harmonics

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dc.contributor.authorArabaci, Hayri
dc.date.accessioned2020-03-26T19:00:23Z
dc.date.available2020-03-26T19:00:23Z
dc.date.issued2015
dc.departmentSelçuk Üniversitesien_US
dc.descriptionWorld Congress on Engineering and Computer Science -- OCT 21-23, 2015 -- San Francisco, CAen_US
dc.description.abstractIn this paper a sensorless speed estimation method with genetic algorithm for squirrel cage induction motors is presented. Sensorless speed estimation methods generally are based on motor current. Frequency spectrum of the current has components representing rotor slot harmonics. These frequency components are used to estimate the speed of the motor given the number of rotor slots. In the literature, individual algorithms have been used to calculate the speed from the rotor slot harmonics. Unlike the literature, genetic algorithm is used to extract the motor speed from rotor slot harmonics components in the proposed method. The experimental study was carried out to prove this method under steady state conditions. The experimental results show that the proposed method is suitable for sensorless speed estimation and its average error is the 0.29 rpm at 50 Hz.en_US
dc.description.sponsorshipInt Assoc Engnen_US
dc.identifier.endpage269en_US
dc.identifier.isbn978-988-19253-6-7
dc.identifier.issn2078-0958en_US
dc.identifier.startpage265en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/31758
dc.identifier.wosWOS:000380591600050en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isoenen_US
dc.publisherINT ASSOC ENGINEERS-IAENGen_US
dc.relation.ispartofWORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, WCECS 2015, VOL Ien_US
dc.relation.ispartofseriesLecture Notes in Engineering and Computer Science
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectGenetic algorithmen_US
dc.subjectinduction motoren_US
dc.subjectrotor slot harmonicsen_US
dc.subjectsensorless speed estimationen_US
dc.titleA Genetic Algorithm Approach for Sensorless Speed Estimation by using Rotor Slot Harmonicsen_US
dc.typeConference Objecten_US

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